Step 3 · Single source of data
A Single Source of Trusted Data
We bring your data to one standard: remove duplicates and contradictions and define which system is the master for each type of data. People and AI then work from the same version of the truth.
- Format
- Fixed-scope engagement
- Timeline
- 4–8 weeks
The configurator gives you an estimate before any conversation.
This step is easy to postpone, yet it largely decides whether AI works. A model that reads two contradictory price lists will confidently use one of them. Before it is connected, the company decides which one is right and makes that decision part of the system.
Here we also bring the backend to a standard, so that AI is built on a solid base. This takes more work at the start, and it saves the effort of correcting the consequences later.
What you get
- A data standard: dictionaries, formats and required fields
- Cleaning of duplicates and conflicting records
- The master system defined for each type of data
- Rules that keep the data consistent after the cleaning
- Access rights: who and what may read and change which data
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